Workshop: Bioinspired and Evolutionary Computation based Data Mining Techniques
Extended Deadline: June 20,2009
Organizers
María José del Jesus, Jose Antonio Gámez, José Miguel Puerta
Description
The workshop "Bioinspired and Evolutionary Computation based Data Mining Techniques" at 9th International Conference on Intelligent Systems Design and Applications (ISDA 2009) aims at bringing together researchers and practitioners in bioinspired, evolutionary and other metaheuristics algorithms applied to Data Mining problems and techniques.
The need for obtaining better models in data mining, e.g. more accurate predictive models or better fitted to the data descriptive models, has provided a considerable room for bioinspired and evolutionary algorithms (metaheuristics in general) that have demonstrate a great performance when provided of enough resources (mainly CPU time). The goal of the session is to serve as a forum for the exchange of ideas and discussion on recent and new trends for research in the interaction between bioinspired/evolutionary/metaheuristic algorithms and data mining techniques. We encourage authors to submit original papers as well as preliminary and promising works in the topics of the workshop.
Topics
- Data preprocessing (variable/feature selection, instante selection, discretization, ...).
- Rule based systems.
- Classification and numerical prediction.
- Neural networks and fuzzy-neural networks.
- Genetic fuzzy systems.
- Hard and soft Clustering.
- Association analysis (association rules, bayesian networks, ...).
- Models postprocessing/refinement (tuning weigths, pruning, ...).
- Scalability issues (fast evaluation, parallel approaches, ...).
- Applications to real-word problems (text mining, web mining, industry, bioinformatics, ...).
Instructions for Authors
Submitted papers should follow the IEEE paper format (template). All papers must be submitted electronically in PDF format only using EasyChair associated site of ISDA'09 Conference.
All instructions for submission can be found in the Conference Web site.
Important Dates
- Deadline for Papers Submission (according ISDA'09 instructions):
(May 31, 2009). June 20, 2009.
- By July 25, 2009, authors will receive the notification of acceptance/rejection.
- Deadline for Camera-ready papers: September 15, 2009.
- Conference date: November 30 - December 2, 2009.
Publications
All accepted papers will be published in the proceedings of ISDA'09 that will be also included in the IEEEXplore digital library. Extended versions of selected papers will be considered for publication in the following list of Journals:
- Applied Soft Computing, Elsevier
- Soft Computing, Springer
- Evolutionary Intelligence, Springer
- International Journal of Hybrid Intelligent Systems, IOS Press
- International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, World Scientific
- International Journal of Computational Intelligence and Applications, World Scientific
- Neural Network World, Academy of Science, Czech Republic
Organizers and Contacts
e-Mail address:
Postal address: Campus las Lagunillas s/n. Department of Computer Science, University of Jaen. E-23071. Jaen, Spain.
Telephone number: +34 953 212 444
Fax number: +34 953 212 472
e-Mail address:
Postal address: Campus Universitario s/n. Computer Systems Department, University of Castilla-La Mancha. E-02071. Albacete, Spain.
Telephone number: +34 967 599 298
Fax number: +34 967 599 224
e-Mail address:
Postal address: Campus Universitario s/n. Computer Systems Department, University of Castilla-La Mancha. E-02071. Albacete, Spain.
Telephone number: +34 967 599 524
Fax number: +34 967 599 224
